Mar 16 · 3 min read · The most important finding in the enterprise AI ROI debate isn't buried in a Gartner report or a McKinsey slide — it's a footnote in a Rethink Priorities survey that almost nobody read carefully. The survey found 74% of tech workers reported producti...
Join discussionFeb 13 · 2 min read · TL;DR: Stop measuring AI like traditional IT. Measure capability growth, not just cost savings. Most enterprise AI projects fail the ROI test. Not because they deliver no value. Because we're measuring the wrong things. The Spreadsheet Trap Finance t...
Join discussionFeb 11 · 5 min read · When organizations talk about “digital transformation,” the conversation often drifts toward platforms, licenses, and architecture diagrams. Rarely does it center on the quieter mechanics that actually determine return on investment: the workflows. I...
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Feb 8 · 2 min read · Marketing automation improves ROI over time by helping businesses work smarter, not harder. Here’s a simple, clear, and detailed explanation 1. Saves Time and Reduces Costs Marketing automation handles repetitive tasks like emails, follow-ups, lead s...
Join discussionJan 19 · 13 min read · Welcome to my article “Retargeting Strategies in Digital Marketing” Retargeting is one of those digital marketing strategies that quietly works in the background while taking credit for big wins. In simple terms, retargeting allows businesses to reco...
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Dec 1, 2025 · 2 min read · Organizations invest heavily in training to improve skills and drive performance. Yet many struggle to measure whether their programs truly make an impact. A corporate learning platform helps track progress, evaluate learning, and align training with...
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Nov 26, 2025 · 2 min read · TL;DR: Improve forecast accuracy by removing low-quality pipe, managing large deals separately, and adjusting probabilities with signals. Fix stage-probability coefficients, then raise or lower based on multi-threading and recent touches. SMBs should...
Join discussionNov 26, 2025 · 2 min read · TL;DR: SPM runs on short plan-execute-adjust cycles. Review quotas and territories quarterly, run KPIs and coaching weekly. SMBs should prioritize simple targets plus SPIFFs over complex incentives, showing progress and action guidance on the same da...
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